
DeepLearning.AI
您将获得的技能: 预测建模, 数据管理, 机器学习, 数据管道, 模型部署, 模型评估, 持续部署, MLOps(机器学习 Operator), 功能工程, 应用机器学习, 人工智能和机器学习(AI/ML), 数据预处理
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 预测建模, 回归分析, 探索性数据分析, 监督学习, 机器学习, R 语言程序设计(中文版), 机器学习算法, 模型评估, 分类算法, 统计机器学习, 数据预处理, 预测分析, 随机森林算法, 应用机器学习, 功能工程, 数据整理
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 应用数学, 线性代数, 降维, Python 程序设计, 机器学习, 代数, 调试, 数据操作, NumPy, 数据转换, 高等数学, Jupyter
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Model Evaluation, PyTorch (Machine Learning Library), Unsupervised Learning, Data Preprocessing, Computer Vision, Machine Learning Algorithms, Applied Machine Learning, Image Analysis, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Data Cleansing, Machine Learning, Data Mining, Deep Learning, Supervised Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Transfer Learning, Data Preprocessing, Hugging Face, Model Evaluation
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Machine Learning, Applied Machine Learning, Predictive Modeling
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 预测建模, 预测, 降维, 统计方法, 模型评估, 时间序列分析和预测, 数据转换, 无监督学习, Jupyter, 统计分析, Pandas(Python 软件包), 应用机器学习, 深度学习, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hadoop, 回归分析, 生成式人工智能, 监督学习, 数据管道, 机器学习, 模型评估, Apache Spark, PySpark, 分类算法, 无监督学习, 应用机器学习, 摘录, 数据处理, 数据转换
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Applied Machine Learning, Machine Learning, AI Enablement, MLOps (Machine Learning Operations), Technology Roadmaps, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Solutions, Organizational Strategy, AI Product Strategy, Organizational Change, Product Roadmaps, Feasibility Studies, System Requirements, Solution Design, Training Programs
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 降维, 统计机器学习, 模型评估, 机器学习算法, Algorithm, 性能指标, 无监督学习, 数据挖掘, 应用机器学习, Scikit-learn (机器学习库), 数据预处理
中级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月